Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 346213 |
| Missing cells | 54115 |
| Missing cells (%) | 1.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 37.0 MiB |
| Average record size in memory | 112.0 B |
Variable types
| Categorical | 1 |
|---|---|
| DateTime | 3 |
| Numeric | 9 |
| Text | 1 |
VERSIE has constant value "" | Constant |
DATUM_BESTAND has constant value "" | Constant |
PEILDATUM has constant value "" | Constant |
GEMIDDELDE_VERKOOPPRIJS has 54115 (15.6%) missing values | Missing |
AANTAL_SUBTRAJECT_PER_ZPD is highly skewed (γ1 = 21.44392654) | Skewed |
Reproduction
| Analysis started | 2023-12-07 16:07:35.117739 |
|---|---|
| Analysis finished | 2023-12-07 16:07:51.525223 |
| Duration | 16.41 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
VERSIE
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1038639 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 346213 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 346213 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 346213 | |
| . | 346213 | |
| 0 | 346213 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 692426 | |
| Other Punctuation | 346213 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 346213 | |
| 0 | 346213 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 346213 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1038639 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 346213 | |
| . | 346213 | |
| 0 | 346213 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1038639 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 346213 | |
| . | 346213 | |
| 0 | 346213 |
DATUM_BESTAND
Date
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| Minimum | 2023-11-20 00:00:00 |
|---|---|
| Maximum | 2023-11-20 00:00:00 |
Histogram with fixed size bins (bins=1)
PEILDATUM
Date
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| Minimum | 2023-11-01 00:00:00 |
|---|---|
| Maximum | 2023-11-01 00:00:00 |
Histogram with fixed size bins (bins=1)
JAAR
Date
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| Minimum | 2012-01-01 00:00:00 |
|---|---|
| Maximum | 2023-01-01 00:00:00 |
Histogram with fixed size bins (bins=12)
BEHANDELEND_SPECIALISME_CD
Real number (ℝ)
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 451.02967 |
| Minimum | 301 |
|---|---|
| Maximum | 8418 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 301 |
|---|---|
| 5-th percentile | 302 |
| Q1 | 305 |
| median | 313 |
| Q3 | 322 |
| 95-th percentile | 361 |
| Maximum | 8418 |
| Range | 8117 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 1038.9564 |
|---|---|
| Coefficient of variation (CV) | 2.3035212 |
| Kurtosis | 54.718454 |
| Mean | 451.02967 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 7.5263612 |
| Sum | 1.5615234 × 108 |
| Variance | 1079430.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 305 | 48557 | |
| 313 | 44934 | |
| 303 | 39831 | |
| 330 | 27329 | 7.9% |
| 316 | 23541 | 6.8% |
| 308 | 18724 | 5.4% |
| 306 | 14541 | 4.2% |
| 324 | 14202 | 4.1% |
| 301 | 13845 | 4.0% |
| 304 | 11282 | 3.3% |
| Other values (18) | 89427 |
| Value | Count | Frequency (%) |
| 301 | 13845 | 4.0% |
| 302 | 7624 | 2.2% |
| 303 | 39831 | |
| 304 | 11282 | 3.3% |
| 305 | 48557 | |
| 306 | 14541 | 4.2% |
| 307 | 6072 | 1.8% |
| 308 | 18724 | 5.4% |
| 310 | 3779 | 1.1% |
| 313 | 44934 |
| Value | Count | Frequency (%) |
| 8418 | 4680 | 1.4% |
| 8416 | 1100 | 0.3% |
| 1900 | 229 | 0.1% |
| 390 | 954 | 0.3% |
| 389 | 3622 | 1.0% |
| 362 | 4447 | 1.3% |
| 361 | 2517 | 0.7% |
| 335 | 3495 | 1.0% |
| 330 | 27329 | |
| 329 | 905 | 0.3% |
| Distinct | 1902 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.3528204 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1160790 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | F21 |
|---|---|
| 2nd row | M16 |
| 3rd row | B15 |
| 4th row | K24 |
| 5th row | G23 |
| Value | Count | Frequency (%) |
| 101 | 1481 | 0.4% |
| 402 | 1422 | 0.4% |
| 403 | 1396 | 0.4% |
| 301 | 1392 | 0.4% |
| 201 | 1321 | 0.4% |
| 203 | 1290 | 0.4% |
| 401 | 1166 | 0.3% |
| 404 | 1152 | 0.3% |
| 409 | 1124 | 0.3% |
| 802 | 1122 | 0.3% |
| Other values (1892) | 333347 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 221967 | |
| 0 | 213288 | |
| 2 | 153832 | |
| 3 | 125578 | |
| 5 | 89585 | |
| 9 | 83562 | 7.2% |
| 4 | 82225 | 7.1% |
| 7 | 68396 | 5.9% |
| 6 | 60608 | 5.2% |
| 8 | 50020 | 4.3% |
| Other values (15) | 11729 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1149061 | |
| Uppercase Letter | 11729 | 1.0% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 2187 | |
| M | 1972 | |
| B | 1424 | |
| Z | 1014 | |
| E | 984 | |
| D | 769 | 6.6% |
| A | 761 | 6.5% |
| F | 729 | 6.2% |
| C | 386 | 3.3% |
| K | 379 | 3.2% |
| Other values (5) | 1124 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 221967 | |
| 0 | 213288 | |
| 2 | 153832 | |
| 3 | 125578 | |
| 5 | 89585 | |
| 9 | 83562 | 7.3% |
| 4 | 82225 | 7.2% |
| 7 | 68396 | 6.0% |
| 6 | 60608 | 5.3% |
| 8 | 50020 | 4.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1149061 | |
| Latin | 11729 | 1.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| G | 2187 | |
| M | 1972 | |
| B | 1424 | |
| Z | 1014 | |
| E | 984 | |
| D | 769 | 6.6% |
| A | 761 | 6.5% |
| F | 729 | 6.2% |
| C | 386 | 3.3% |
| K | 379 | 3.2% |
| Other values (5) | 1124 |
Common
| Value | Count | Frequency (%) |
| 1 | 221967 | |
| 0 | 213288 | |
| 2 | 153832 | |
| 3 | 125578 | |
| 5 | 89585 | |
| 9 | 83562 | 7.3% |
| 4 | 82225 | 7.2% |
| 7 | 68396 | 6.0% |
| 6 | 60608 | 5.3% |
| 8 | 50020 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1160790 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 221967 | |
| 0 | 213288 | |
| 2 | 153832 | |
| 3 | 125578 | |
| 5 | 89585 | |
| 9 | 83562 | 7.2% |
| 4 | 82225 | 7.1% |
| 7 | 68396 | 5.9% |
| 6 | 60608 | 5.2% |
| 8 | 50020 | 4.3% |
| Other values (15) | 11729 | 1.0% |
ZORGPRODUCT_CD
Real number (ℝ)
| Distinct | 6196 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4118692 × 108 |
| Minimum | 10501002 |
|---|---|
| Maximum | 9.9841808 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 10501002 |
|---|---|
| 5-th percentile | 28999040 |
| Q1 | 99799067 |
| median | 1.4959903 × 108 |
| Q3 | 9.90004 × 108 |
| 95-th percentile | 9.9051605 × 108 |
| Maximum | 9.9841808 × 108 |
| Range | 9.8791708 × 108 |
| Interquartile range (IQR) | 8.9020494 × 108 |
Descriptive statistics
| Standard deviation | 4.2906031 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.97251366 |
| Kurtosis | -1.7391839 |
| Mean | 4.4118692 × 108 |
| Median Absolute Deviation (MAD) | 1.1960003 × 108 |
| Skewness | 0.46571714 |
| Sum | 1.5274465 × 1014 |
| Variance | 1.8409275 × 1017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 990004009 | 2534 | 0.7% |
| 990004007 | 2488 | 0.7% |
| 990003004 | 2394 | 0.7% |
| 990004006 | 2021 | 0.6% |
| 990356076 | 1850 | 0.5% |
| 990356073 | 1718 | 0.5% |
| 131999228 | 1696 | 0.5% |
| 131999164 | 1670 | 0.5% |
| 990003007 | 1549 | 0.4% |
| 131999194 | 1524 | 0.4% |
| Other values (6186) | 326769 |
| Value | Count | Frequency (%) |
| 10501002 | 9 | |
| 10501003 | 12 | |
| 10501004 | 12 | |
| 10501005 | 12 | |
| 10501007 | 3 | < 0.1% |
| 10501008 | 12 | |
| 10501010 | 12 | |
| 10501011 | 3 | < 0.1% |
| 11101002 | 11 | |
| 11101003 | 12 |
| Value | Count | Frequency (%) |
| 998418081 | 176 | |
| 998418080 | 160 | |
| 998418079 | 40 | < 0.1% |
| 998418077 | 9 | < 0.1% |
| 998418076 | 9 | < 0.1% |
| 998418075 | 7 | < 0.1% |
| 998418074 | 240 | |
| 998418073 | 241 | |
| 998418072 | 9 | < 0.1% |
| 998418071 | 9 | < 0.1% |
AANTAL_PAT_PER_ZPD
Real number (ℝ)
| Distinct | 10449 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 510.89698 |
| Minimum | 1 |
|---|---|
| Maximum | 165184 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 13 |
| Q3 | 102 |
| 95-th percentile | 1725 |
| Maximum | 165184 |
| Range | 165183 |
| Interquartile range (IQR) | 99 |
Descriptive statistics
| Standard deviation | 3178.1465 |
|---|---|
| Coefficient of variation (CV) | 6.220719 |
| Kurtosis | 416.34993 |
| Mean | 510.89698 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 16.880538 |
| Sum | 1.7687918 × 108 |
| Variance | 10100615 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 57494 | 16.6% |
| 2 | 28055 | 8.1% |
| 3 | 18371 | 5.3% |
| 4 | 13374 | 3.9% |
| 5 | 10511 | 3.0% |
| 6 | 8842 | 2.6% |
| 7 | 7418 | 2.1% |
| 8 | 6180 | 1.8% |
| 9 | 5682 | 1.6% |
| 10 | 5087 | 1.5% |
| Other values (10439) | 185199 |
| Value | Count | Frequency (%) |
| 1 | 57494 | |
| 2 | 28055 | |
| 3 | 18371 | 5.3% |
| 4 | 13374 | 3.9% |
| 5 | 10511 | 3.0% |
| 6 | 8842 | 2.6% |
| 7 | 7418 | 2.1% |
| 8 | 6180 | 1.8% |
| 9 | 5682 | 1.6% |
| 10 | 5087 | 1.5% |
| Value | Count | Frequency (%) |
| 165184 | 1 | |
| 162461 | 1 | |
| 158301 | 1 | |
| 155869 | 1 | |
| 154539 | 1 | |
| 154258 | 1 | |
| 144714 | 1 | |
| 118396 | 1 | |
| 115935 | 1 | |
| 113248 | 1 |
AANTAL_SUBTRAJECT_PER_ZPD
Real number (ℝ)
SKEWED
| Distinct | 11205 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 605.51161 |
| Minimum | 1 |
|---|---|
| Maximum | 240002 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 14 |
| Q3 | 111 |
| 95-th percentile | 1972 |
| Maximum | 240002 |
| Range | 240001 |
| Interquartile range (IQR) | 108 |
Descriptive statistics
| Standard deviation | 4102.4335 |
|---|---|
| Coefficient of variation (CV) | 6.7751525 |
| Kurtosis | 729.15346 |
| Mean | 605.51161 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 21.443927 |
| Sum | 2.0963599 × 108 |
| Variance | 16829961 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 55381 | 16.0% |
| 2 | 27571 | 8.0% |
| 3 | 18184 | 5.3% |
| 4 | 13180 | 3.8% |
| 5 | 10421 | 3.0% |
| 6 | 8810 | 2.5% |
| 7 | 7344 | 2.1% |
| 8 | 6136 | 1.8% |
| 9 | 5608 | 1.6% |
| 10 | 5081 | 1.5% |
| Other values (11195) | 188497 |
| Value | Count | Frequency (%) |
| 1 | 55381 | |
| 2 | 27571 | |
| 3 | 18184 | 5.3% |
| 4 | 13180 | 3.8% |
| 5 | 10421 | 3.0% |
| 6 | 8810 | 2.5% |
| 7 | 7344 | 2.1% |
| 8 | 6136 | 1.8% |
| 9 | 5608 | 1.6% |
| 10 | 5081 | 1.5% |
| Value | Count | Frequency (%) |
| 240002 | 1 | |
| 232423 | 1 | |
| 231954 | 1 | |
| 230939 | 1 | |
| 227936 | 1 | |
| 227409 | 1 | |
| 226233 | 1 | |
| 223891 | 1 | |
| 218673 | 1 | |
| 215131 | 1 |
AANTAL_PAT_PER_DIAG
Real number (ℝ)
| Distinct | 9408 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7661.0515 |
| Minimum | 1 |
|---|---|
| Maximum | 230662 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 395 |
| median | 1693 |
| Q3 | 6243 |
| 95-th percentile | 36749 |
| Maximum | 230662 |
| Range | 230661 |
| Interquartile range (IQR) | 5848 |
Descriptive statistics
| Standard deviation | 17896.73 |
|---|---|
| Coefficient of variation (CV) | 2.336067 |
| Kurtosis | 35.029884 |
| Mean | 7661.0515 |
| Median Absolute Deviation (MAD) | 1548 |
| Skewness | 5.120952 |
| Sum | 2.6523556 × 109 |
| Variance | 3.2029293 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 21 | 613 | 0.2% |
| 17 | 523 | 0.2% |
| 8 | 522 | 0.2% |
| 26 | 509 | 0.1% |
| 25 | 508 | 0.1% |
| 9 | 502 | 0.1% |
| 12 | 501 | 0.1% |
| 19 | 491 | 0.1% |
| 14 | 489 | 0.1% |
| 23 | 477 | 0.1% |
| Other values (9398) | 341078 |
| Value | Count | Frequency (%) |
| 1 | 402 | |
| 2 | 464 | |
| 3 | 476 | |
| 4 | 450 | |
| 5 | 477 | |
| 6 | 447 | |
| 7 | 458 | |
| 8 | 522 | |
| 9 | 502 | |
| 10 | 411 |
| Value | Count | Frequency (%) |
| 230662 | 23 | |
| 229208 | 20 | |
| 227999 | 23 | |
| 218495 | 24 | |
| 214507 | 17 | |
| 213515 | 25 | |
| 211579 | 17 | |
| 210415 | 19 | |
| 205337 | 17 | |
| 200600 | 16 |
AANTAL_SUBTRAJECT_PER_DIAG
Real number (ℝ)
| Distinct | 10496 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11107.437 |
| Minimum | 1 |
|---|---|
| Maximum | 370139 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 51 |
| Q1 | 523 |
| median | 2368 |
| Q3 | 9066 |
| 95-th percentile | 52146 |
| Maximum | 370139 |
| Range | 370138 |
| Interquartile range (IQR) | 8543 |
Descriptive statistics
| Standard deviation | 26862.034 |
|---|---|
| Coefficient of variation (CV) | 2.4183828 |
| Kurtosis | 38.366335 |
| Mean | 11107.437 |
| Median Absolute Deviation (MAD) | 2178 |
| Skewness | 5.3546399 |
| Sum | 3.845539 × 109 |
| Variance | 7.2156889 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 17 | 442 | 0.1% |
| 25 | 436 | 0.1% |
| 23 | 424 | 0.1% |
| 3 | 410 | 0.1% |
| 4 | 397 | 0.1% |
| 20 | 397 | 0.1% |
| 6 | 396 | 0.1% |
| 10 | 391 | 0.1% |
| 13 | 387 | 0.1% |
| 34 | 387 | 0.1% |
| Other values (10486) | 342146 |
| Value | Count | Frequency (%) |
| 1 | 317 | |
| 2 | 337 | |
| 3 | 410 | |
| 4 | 397 | |
| 5 | 368 | |
| 6 | 396 | |
| 7 | 364 | |
| 8 | 355 | |
| 9 | 293 | |
| 10 | 391 |
| Value | Count | Frequency (%) |
| 370139 | 23 | |
| 365382 | 23 | |
| 350959 | 20 | |
| 348482 | 25 | |
| 344610 | 24 | |
| 341651 | 19 | |
| 323753 | 20 | |
| 315771 | 17 | |
| 310754 | 17 | |
| 298627 | 17 |
AANTAL_PAT_PER_SPC
Real number (ℝ)
| Distinct | 325 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 665955.03 |
| Minimum | 1610 |
|---|---|
| Maximum | 1487632 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 1610 |
|---|---|
| 5-th percentile | 41749 |
| Q1 | 260836 |
| median | 757846 |
| Q3 | 1026293 |
| 95-th percentile | 1332313 |
| Maximum | 1487632 |
| Range | 1486022 |
| Interquartile range (IQR) | 765457 |
Descriptive statistics
| Standard deviation | 418497.13 |
|---|---|
| Coefficient of variation (CV) | 0.6284165 |
| Kurtosis | -1.1773654 |
| Mean | 665955.03 |
| Median Absolute Deviation (MAD) | 319233 |
| Skewness | 0.011544625 |
| Sum | 2.3056229 × 1011 |
| Variance | 1.7513984 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 880928 | 5102 | 1.5% |
| 874088 | 4354 | 1.3% |
| 843978 | 4347 | 1.3% |
| 894305 | 4333 | 1.3% |
| 880465 | 4273 | 1.2% |
| 897698 | 4212 | 1.2% |
| 765015 | 4089 | 1.2% |
| 803555 | 4028 | 1.2% |
| 781731 | 3993 | 1.2% |
| 1080721 | 3890 | 1.1% |
| Other values (315) | 303592 |
| Value | Count | Frequency (%) |
| 1610 | 130 | < 0.1% |
| 1829 | 138 | < 0.1% |
| 1920 | 131 | < 0.1% |
| 2495 | 173 | |
| 2553 | 190 | |
| 2862 | 102 | < 0.1% |
| 4140 | 168 | |
| 5156 | 68 | < 0.1% |
| 6117 | 331 | |
| 6805 | 380 |
| Value | Count | Frequency (%) |
| 1487632 | 2975 | |
| 1450390 | 3048 | |
| 1421702 | 3564 | |
| 1344256 | 3543 | |
| 1340565 | 3441 | |
| 1332313 | 3545 | |
| 1316350 | 3463 | |
| 1282933 | 3576 | |
| 1278266 | 3370 | |
| 1267046 | 3350 |
AANTAL_SUBTRAJECT_PER_SPC
Real number (ℝ)
| Distinct | 325 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1080927.3 |
| Minimum | 1861 |
|---|---|
| Maximum | 2664173 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 1861 |
|---|---|
| 5-th percentile | 46341 |
| Q1 | 378547 |
| median | 1087900 |
| Q3 | 1808514 |
| 95-th percentile | 2548166 |
| Maximum | 2664173 |
| Range | 2662312 |
| Interquartile range (IQR) | 1429967 |
Descriptive statistics
| Standard deviation | 753404.17 |
|---|---|
| Coefficient of variation (CV) | 0.69699799 |
| Kurtosis | -0.829534 |
| Mean | 1080927.3 |
| Median Absolute Deviation (MAD) | 716868 |
| Skewness | 0.3690758 |
| Sum | 3.7423109 × 1011 |
| Variance | 5.6761784 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1211797 | 5102 | 1.5% |
| 1281482 | 4354 | 1.3% |
| 1216253 | 4347 | 1.3% |
| 1315564 | 4333 | 1.3% |
| 1300429 | 4273 | 1.2% |
| 1341821 | 4212 | 1.2% |
| 1155933 | 4089 | 1.2% |
| 1205563 | 4028 | 1.2% |
| 1157648 | 3993 | 1.2% |
| 2548166 | 3890 | 1.1% |
| Other values (315) | 303592 |
| Value | Count | Frequency (%) |
| 1861 | 130 | < 0.1% |
| 2097 | 138 | < 0.1% |
| 2195 | 131 | < 0.1% |
| 2816 | 173 | |
| 3052 | 102 | < 0.1% |
| 3321 | 190 | |
| 4946 | 168 | |
| 5427 | 68 | < 0.1% |
| 6300 | 331 | |
| 7384 | 380 |
| Value | Count | Frequency (%) |
| 2664173 | 3866 | |
| 2662911 | 3793 | |
| 2618563 | 3789 | |
| 2593432 | 3843 | |
| 2548166 | 3890 | |
| 2514582 | 3889 | |
| 2479950 | 3851 | |
| 2178503 | 3757 | |
| 2062152 | 3811 | |
| 2052147 | 1168 | 0.3% |
GEMIDDELDE_VERKOOPPRIJS
Real number (ℝ)
MISSING
| Distinct | 3640 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 54115 |
| Missing (%) | 15.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3594.7539 |
| Minimum | 70 |
|---|---|
| Maximum | 287220 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 140 |
| Q1 | 480 |
| median | 1250 |
| Q3 | 4175 |
| 95-th percentile | 13710 |
| Maximum | 287220 |
| Range | 287150 |
| Interquartile range (IQR) | 3695 |
Descriptive statistics
| Standard deviation | 6523.3583 |
|---|---|
| Coefficient of variation (CV) | 1.8146884 |
| Kurtosis | 138.49976 |
| Mean | 3594.7539 |
| Median Absolute Deviation (MAD) | 1020 |
| Skewness | 6.9966081 |
| Sum | 1.0500204 × 109 |
| Variance | 42554203 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 160 | 2100 | 0.6% |
| 105 | 1977 | 0.6% |
| 110 | 1791 | 0.5% |
| 180 | 1614 | 0.5% |
| 300 | 1607 | 0.5% |
| 185 | 1580 | 0.5% |
| 140 | 1515 | 0.4% |
| 175 | 1474 | 0.4% |
| 125 | 1388 | 0.4% |
| 165 | 1384 | 0.4% |
| Other values (3630) | 275668 | |
| (Missing) | 54115 | 15.6% |
| Value | Count | Frequency (%) |
| 70 | 226 | 0.1% |
| 75 | 75 | < 0.1% |
| 80 | 362 | 0.1% |
| 85 | 919 | |
| 90 | 663 | 0.2% |
| 95 | 727 | 0.2% |
| 100 | 1019 | |
| 105 | 1977 | |
| 110 | 1791 | |
| 115 | 1156 |
| Value | Count | Frequency (%) |
| 287220 | 8 | |
| 148910 | 3 | < 0.1% |
| 142835 | 4 | |
| 122155 | 4 | |
| 116765 | 3 | < 0.1% |
| 109725 | 7 | |
| 108570 | 7 | |
| 107655 | 4 | |
| 101270 | 8 | |
| 99590 | 5 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| VERSIE | DATUM_BESTAND | PEILDATUM | JAAR | BEHANDELEND_SPECIALISME_CD | TYPERENDE_DIAGNOSE_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.0 | 2023-11-20 | 2023-11-01 | 2021-01-01 | 307 | F21 | 972804022 | 3604 | 4439 | 25371 | 82809 | 716328 | 1196259 | 1510.0 |
| 1 | 1.0 | 2023-11-20 | 2023-11-01 | 2021-01-01 | 307 | M16 | 20108156 | 23 | 112 | 5829 | 10817 | 716328 | 1196259 | 835.0 |
| 2 | 1.0 | 2023-11-20 | 2023-11-01 | 2021-01-01 | 307 | B15 | 159899004 | 2 | 2 | 247 | 247 | 716328 | 1196259 | 10860.0 |
| 3 | 1.0 | 2023-11-20 | 2023-11-01 | 2021-01-01 | 307 | K24 | 159899020 | 1054 | 1101 | 1457 | 1574 | 716328 | 1196259 | 330.0 |
| 4 | 1.0 | 2023-11-20 | 2023-11-01 | 2021-01-01 | 307 | G23 | 149399026 | 380 | 403 | 57993 | 75171 | 716328 | 1196259 | 2110.0 |
| 5 | 1.0 | 2023-11-20 | 2023-11-01 | 2021-01-01 | 307 | Z28 | 159999033 | 752 | 767 | 4147 | 4823 | 716328 | 1196259 | 605.0 |
| 6 | 1.0 | 2023-11-20 | 2023-11-01 | 2021-01-01 | 307 | F11 | 972804024 | 2 | 2 | 37991 | 54989 | 716328 | 1196259 | 670.0 |
| 7 | 1.0 | 2023-11-20 | 2023-11-01 | 2021-01-01 | 307 | M16 | 20108181 | 372 | 385 | 5829 | 10817 | 716328 | 1196259 | 635.0 |
| 8 | 1.0 | 2023-11-20 | 2023-11-01 | 2021-01-01 | 307 | G25 | 149999045 | 6 | 6 | 58583 | 90324 | 716328 | 1196259 | NaN |
| 9 | 1.0 | 2023-11-20 | 2023-11-01 | 2021-01-01 | 307 | K25 | 59899008 | 2 | 2 | 19 | 20 | 716328 | 1196259 | NaN |
| VERSIE | DATUM_BESTAND | PEILDATUM | JAAR | BEHANDELEND_SPECIALISME_CD | TYPERENDE_DIAGNOSE_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 346203 | 1.0 | 2023-11-20 | 2023-11-01 | 2014-01-01 | 303 | 841 | 990356051 | 2 | 2 | 11 | 16 | 1421702 | 1845615 | 3840.0 |
| 346204 | 1.0 | 2023-11-20 | 2023-11-01 | 2015-01-01 | 362 | 221 | 990062015 | 2 | 2 | 463 | 492 | 70900 | 81597 | 1450.0 |
| 346205 | 1.0 | 2023-11-20 | 2023-11-01 | 2020-01-01 | 313 | 079 | 979002311 | 1 | 1 | 26 | 62 | 1046961 | 2618563 | NaN |
| 346206 | 1.0 | 2023-11-20 | 2023-11-01 | 2014-01-01 | 303 | 856 | 149399040 | 1 | 1 | 9 | 11 | 1421702 | 1845615 | 220.0 |
| 346207 | 1.0 | 2023-11-20 | 2023-11-01 | 2020-01-01 | 313 | 762 | 979003009 | 2 | 3 | 203 | 1844 | 1046961 | 2618563 | 22785.0 |
| 346208 | 1.0 | 2023-11-20 | 2023-11-01 | 2020-01-01 | 320 | 701 | 979001223 | 4 | 4 | 5218 | 8393 | 1030959 | 1831046 | 6655.0 |
| 346209 | 1.0 | 2023-11-20 | 2023-11-01 | 2020-01-01 | 313 | 078 | 979002314 | 1 | 1 | 332 | 870 | 1046961 | 2618563 | 4845.0 |
| 346210 | 1.0 | 2023-11-20 | 2023-11-01 | 2014-01-01 | 303 | 222 | 199299068 | 1 | 1 | 7666 | 9519 | 1421702 | 1845615 | 4640.0 |
| 346211 | 1.0 | 2023-11-20 | 2023-11-01 | 2014-01-01 | 303 | 293 | 131999214 | 2 | 2 | 1313 | 1777 | 1421702 | 1845615 | 340.0 |
| 346212 | 1.0 | 2023-11-20 | 2023-11-01 | 2014-01-01 | 303 | 288 | 131999099 | 1 | 1 | 222 | 271 | 1421702 | 1845615 | 1940.0 |